Computing Science & Mathematics

Article

Trust AI regulation? Discerning users are vital to build trust and effective AI regulation

Alalawi Z, Bova P, Cimpeanu T, Di Stefano A, Hong Duong M, Domingos EF, Han TA, Krellner M, Ogbo NB, Powers ST & Zimmaro F (2026) Trust AI regulation? Discerning users are vital to build trust and effective AI regulation. Applied Mathematics and Computation, 508, p. 129627. https://doi.org/10.1016/j.amc.2025.129627

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Article

Surrogate-assisted evolutionary multi-objective optimisation of office building glazing

Brownlee AEI & Vanmosuinck ERO (2025) Surrogate-assisted evolutionary multi-objective optimisation of office building glazing. Industrial Artificial Intelligence, 3 (1), Art. No.: 4. https://doi.org/10.1007/s44244-025-00025-1

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Conference Paper (published)

Single layer tiny Co4 outpaces {GPT}-2 and {GPT}-{BERT}

Zain NU, Naseem MR & Adeel A (2025) Single layer tiny Co4 outpaces {GPT}-2 and {GPT}-{BERT}. In: Charpentier L, Choshen L, Cotterell R, Gul MO, Hu MY, Liu J, Jumelet J, Linzen T, Mueller A, Ross C, Shah RS, Warstadt A, Wilcox EG & Williams A (eds.) Proceedings of the First BabyLM Workshop, volume Proceedings of the First BabyLM Workshop. Empirical Methods in Natural Language Processing, Hybrid, 04.11.2025. Association for Computational Linguistics, pp. 313-322. https://doi.org/10.18653/v1/2025.babylm-main.24

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Article

Cross modality medical image synthesis for improving liver segmentation

Rafiq M, Ali H, Mujtaba G, Shah Z & Azmat S (2025) Cross modality medical image synthesis for improving liver segmentation. Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, 13 (1). https://doi.org/10.1080/21681163.2025.2476702

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Article

Multimodal machine learning to predict surgical site infection with healthcare workload impact assessment

McLean KA, Sgro A, Brown LR, Buijs LF, Mountain KE, Shaw CA, Drake TM, Pius R, Knight SR, Fairfield CJ, Skipworth RJE, Tsaftaris SA, Wigmore SJ, Potter MA & Bouamrane M (2025) Multimodal machine learning to predict surgical site infection with healthcare workload impact assessment. npj Digital Medicine, 8, Art. No.: 121. https://doi.org/10.1038/s41746-024-01419-8

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Book Chapter

LON/D - Sub-problem Landscape Analysis in Decomposition-Based Multi-objective Optimization

Liefooghe A, Ochoa G & Verel S (2025) LON/D - Sub-problem Landscape Analysis in Decomposition-Based Multi-objective Optimization. In: Evolutionary Computation in Combinatorial Optimization. Lecture Notes in Computer Science. Cham: Springer Nature Switzerland, pp. 133-149. https://doi.org/10.1007/978-3-031-86849-8_9

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Article

Enhancing large language models for bitcoin time series forecasting

Chaffard O, Mollá P, Cavazza M & Prendinger H (2025) Enhancing large language models for bitcoin time series forecasting. Knowledge-Based Systems, 330 (Part A), p. 114449. https://doi.org/10.1016/j.knosys.2025.114449

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Conference Paper (published)

LLM-Guided Genetic Improvement: Envisioning Semantic Aware Automated Software Evolution

Even-Mendoza K, Brownlee A, Geiger A, Hanna C, Petke J, Sarro F & Sobania D (2025) LLM-Guided Genetic Improvement: Envisioning Semantic Aware Automated Software Evolution. In: IEEE/ACM International Conference on Automated Software engineering, Seoul, 16.11.2025-20.11.2025.

Article

Clifford Algebra in R: Introducing the Clifford Package

Hankin RKS (2025) Clifford Algebra in R: Introducing the Clifford Package. Hankin R (Other) Advances in Applied Clifford Algebras, 35 (5), p. 18. https://doi.org/10.1007/s00006-025-01403-9

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Article

Incentivising prosocial behaviour in community energy using multi-agent systems

Brooks NA, Powers ST & Borg JM (2025) Incentivising prosocial behaviour in community energy using multi-agent systems. International Journal of Computational Intelligence Systems, 18, Art. No.: 307. https://doi.org/10.1007/s44196-025-01060-7

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Other

A Morpheme-Aware Child-Inspired Language Model

Bolucu N & Can Buglalilar B (2025) A Morpheme-Aware Child-Inspired Language Model. Proceedings of the 30th Empirical Methods in Natural Language Processing: Volume 3: The BabyLM Challenge Association for Computational Linguistics.

Article

What's It Like To Trust An LLM: The Devolution of Trust Psychology?

Powers ST, Urquhart N, Barnes CM, Cimpeanu T, Ekárt A, Han TA, Pitt J & Guckert M (2025) What's It Like To Trust An LLM: The Devolution of Trust Psychology?. IEEE Technology and Society Magazine, 44 (3). https://doi.org/10.1109/MTS.2025.3583233

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Conference Paper (unpublished)

A Proficiency-Oriented Neural Network for Accent Classification

Gu Y, Wang X & Zhang M (2025) A Proficiency-Oriented Neural Network for Accent Classification. The 30th International Conference on Automation and Computing, Loughborough, 27.08.2025-29.08.2025.

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Article

A deep convolutional neural network-based novel class balancing for imbalance data segmentation

Kalsoom A, Iftikhar MA, Ali A, Shah Z, Balakrishnan S & Ali H (2025) A deep convolutional neural network-based novel class balancing for imbalance data segmentation. Scientific Reports, 15, Art. No.: 21881. https://doi.org/10.1038/s41598-025-04952-y

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Article

Enhancing diabetic retinopathy classification accuracy through dual-attention mechanism in deep learning

Hannan A, Mahmood Z, Qureshi R & Ali H (2025) Enhancing diabetic retinopathy classification accuracy through dual-attention mechanism in deep learning. Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, 13 (1). https://doi.org/10.1080/21681163.2025.2539079

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Article

Applying time delay convergent cross mapping to Bitcoin time series

Isufaj A, De Castro Martins C, Cavazza M & Prendinger H (2025) Applying time delay convergent cross mapping to Bitcoin time series. Expert Systems with Applications, 277, p. 127125. https://doi.org/10.1016/j.eswa.2025.127125

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Article

Optimization of the rectangle area inside a concave polygon using PSO and Tabu Search

Kashyap G, Malik K, Wazir S & Brownlee A (2025) Optimization of the rectangle area inside a concave polygon using PSO and Tabu Search. Soft Computing. https://doi.org/10.1007/s00500-025-10568-1

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Conference Paper (published)

Interpretable decision trees to predict solution fitness

Catalano GAPI, Brownlee AEI, Cairns D & Ainslie R (2025) Interpretable decision trees to predict solution fitness. In: GECCO 2025, Malaga, Spain, 14.07.2025-18.07.2025. Association for Computing Machinery (ACM). https://doi.org/10.1145/1122445.1122456

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